Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:43 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.99190832199898 |
| 1990-02-01 | 4.95898318431917 |
| 1990-03-01 | 5.04989409256449 |
| 1990-04-01 | 5.05577053667175 |
| 1990-05-01 | 5.05960739197790 |
| 1990-06-01 | 5.06812508249702 |
| 1990-07-01 | 5.41387615236046 |
| 1990-08-01 | 5.39389214177342 |
| 1990-09-01 | 5.59605754731078 |
| 1990-10-01 | 5.22503828601574 |
| 1990-11-01 | 5.40941274023729 |
| 1990-12-01 | 5.38713989642973 |
| 1991-01-01 | 5.28826011229731 |
| 1991-02-01 | 5.25187655534274 |
| 1991-03-01 | 5.23742705334744 |
| 1991-04-01 | 5.35738489681745 |
| 1991-05-01 | 5.45848271411805 |
| 1991-06-01 | 5.47122222169290 |
| 1991-07-01 | 5.51645595674397 |
| 1991-08-01 | 5.60136779589420 |
| 1991-09-01 | 5.60663064815558 |
| 1991-10-01 | 5.62912816436425 |
| 1991-11-01 | 5.61257679755032 |
| 1991-12-01 | 5.69660431122254 |
| 1992-01-01 | 6.17964812769472 |
| 1992-02-01 | 6.12988227593647 |
| 1992-03-01 | 6.11421547961675 |
| 1992-04-01 | 6.26116610081716 |
| 1992-05-01 | 6.25264247683075 |
| 1992-06-01 | 6.37431886696284 |
| 1992-07-01 | 6.32656524111332 |
| 1992-08-01 | 6.21955639305717 |
| 1992-09-01 | 6.31902001367466 |
| 1992-10-01 | 5.53680743641240 |
| 1992-11-01 | 5.51872016906051 |
| 1992-12-01 | 5.51394939603138 |
| 1993-01-01 | 5.16240263085567 |
| 1993-02-01 | 5.19791475285441 |
| 1993-03-01 | 5.28440358585389 |
| 1993-04-01 | 5.06276737932212 |
| 1993-05-01 | 5.05223998988105 |
| 1993-06-01 | 5.07497713542127 |
| 1993-07-01 | 5.03422648224938 |
| 1993-08-01 | 5.14200151327775 |
| 1993-09-01 | 5.23701559361456 |
| 1993-10-01 | 5.34684289590539 |
| 1993-11-01 | 5.41800970089125 |
| 1993-12-01 | 5.42700915162218 |
| 1994-01-01 | 5.44176988330453 |
| 1994-02-01 | 5.47675542686321 |
| 1994-03-01 | 5.46065143841962 |
| 1994-04-01 | 5.47168958492342 |
| 1994-05-01 | 5.44927102045345 |
| 1994-06-01 | 5.37445446556487 |
| 1994-07-01 | 5.43413301013038 |
| 1994-08-01 | 5.35269838243455 |
| 1994-09-01 | 5.25302592235448 |
| 1994-10-01 | 5.05998542209228 |
| 1994-11-01 | 5.21104576313196 |
| 1994-12-01 | 5.23254191461021 |
| 1995-01-01 | 5.53455201810495 |
| 1995-02-01 | 5.47847724171422 |
| 1995-03-01 | 5.54948849799861 |
| 1995-04-01 | 5.47631109645212 |
| 1995-05-01 | 5.54689721241959 |
| 1995-06-01 | 5.46555312371987 |
| 1995-07-01 | 5.51182740446665 |
| 1995-08-01 | 5.65041330350442 |
| 1995-09-01 | 5.77055334111214 |
| 1995-10-01 | 5.77798691704482 |
| 1995-11-01 | 5.80916926302888 |
| 1995-12-01 | 5.82016840201741 |
| 1996-01-01 | 6.04523220854483 |
| 1996-02-01 | 6.09793376426344 |
| 1996-03-01 | 6.15346586108585 |
| 1996-04-01 | 6.17719842756726 |
| 1996-05-01 | 6.13750181673422 |
| 1996-06-01 | 6.24696876726086 |
| 1996-07-01 | 6.18379800681610 |
| 1996-08-01 | 6.24603175012123 |
| 1996-09-01 | 6.28374632459357 |
| 1996-10-01 | 6.40080508888934 |
| 1996-11-01 | 6.51223931278035 |
| 1996-12-01 | 6.49465825815595 |
| 1997-01-01 | 6.66738920400023 |
| 1997-02-01 | 6.62384063629868 |
| 1997-03-01 | 6.55186522770570 |
| 1997-04-01 | 6.66745198428119 |
| 1997-05-01 | 6.83824432063635 |
| 1997-06-01 | 6.91963822397963 |
| 1997-07-01 | 7.16669847729438 |
| 1997-08-01 | 7.35268443746187 |
| 1997-09-01 | 7.30255370057839 |
| 1997-10-01 | 8.52155978944645 |
| 1997-11-01 | 7.50746306789050 |
| 1997-12-01 | 7.55684251826040 |
| 1998-01-01 | 7.47529500520037 |
| 1998-02-01 | 7.54729422651515 |
| 1998-03-01 | 7.45170141428828 |
| 1998-04-01 | 7.86128881851254 |
| 1998-05-01 | 8.24305256323618 |
| 1998-06-01 | 8.29972658316122 |
| 1998-07-01 | 8.26958897630808 |
| 1998-08-01 | 8.06765249620552 |
| 1998-09-01 | 8.01813954315603 |
| 1998-10-01 | 7.73442721898081 |
| 1998-11-01 | 7.78926560188422 |
| 1998-12-01 | 7.92527533970165 |
| 1999-01-01 | 7.77526353942743 |
| 1999-02-01 | 7.85535542771388 |
| 1999-03-01 | 7.84860400871073 |
| 1999-04-01 | 7.95746102885289 |
| 1999-05-01 | 7.95831081924201 |
| 1999-06-01 | 7.98848348458254 |
| 1999-07-01 | 7.98256370211183 |
| 1999-08-01 | 7.88125443384412 |
| 1999-09-01 | 7.52572105568149 |
| 1999-10-01 | 7.94406677626392 |
| 1999-11-01 | 7.97514071566662 |
| 1999-12-01 | 8.11962506488651 |
| 2000-01-01 | 8.05128238750280 |
| 2000-02-01 | 8.13842974895916 |
| 2000-03-01 | 8.35157334335727 |
| 2000-04-01 | 8.55862038956657 |
| 2000-05-01 | 8.17118939259845 |
| 2000-06-01 | 8.18975768048475 |
| 2000-07-01 | 8.20143497872920 |
| 2000-08-01 | 8.39139324004943 |
| 2000-09-01 | 8.42700469966348 |
| 2000-10-01 | 8.55473716785960 |
| 2000-11-01 | 8.66601970836860 |
| 2000-12-01 | 8.62483155233623 |
| 2001-01-01 | 7.61876710974773 |
| 2001-02-01 | 7.40880507312824 |
| 2001-03-01 | 7.34927828654080 |
| 2001-04-01 | 7.26704684992709 |
| 2001-05-01 | 7.19034985776377 |
| 2001-06-01 | 7.10359859237328 |
| 2001-07-01 | 6.91963069710682 |
| 2001-08-01 | 6.88726157095421 |
| 2001-09-01 | 6.92503450422331 |
| 2001-10-01 | 6.96029977847158 |
| 2001-11-01 | 6.95395834670904 |
| 2001-12-01 | 6.83445573422037 |
| 2002-01-01 | 6.88279752808138 |
| 2002-02-01 | 6.98734559970835 |
| 2002-03-01 | 6.86962261669283 |
| 2002-04-01 | 6.97774684012350 |
| 2002-05-01 | 6.89623389760113 |
| 2002-06-01 | 7.21497545471433 |
| 2002-07-01 | 7.32766908758589 |
| 2002-08-01 | 7.57633439994071 |
| 2002-09-01 | 7.52732223598678 |
| 2002-10-01 | 7.15934029427784 |
| 2002-11-01 | 7.14360478759809 |
| 2002-12-01 | 7.23652726403992 |
| 2003-01-01 | 7.56887067988226 |
| 2003-02-01 | 7.47570523671833 |
| 2003-03-01 | 7.49060401796999 |
| 2003-04-01 | 7.49013980629888 |
| 2003-05-01 | 7.50295099143439 |
| 2003-06-01 | 7.42776446382079 |
| 2003-07-01 | 7.41915706872331 |
| 2003-08-01 | 7.35134057482224 |
| 2003-09-01 | 7.22382968245767 |
| 2003-10-01 | 7.15145888561276 |
| 2003-11-01 | 7.14363104678412 |
| 2003-12-01 | 7.34671403855822 |
| 2004-01-01 | 7.27465762701770 |
| 2004-02-01 | 7.27547035428937 |
| 2004-03-01 | 7.30766470868789 |
| 2004-04-01 | 7.19463152197894 |
| 2004-05-01 | 7.19737157772023 |
| 2004-06-01 | 7.12918215299646 |
| 2004-07-01 | 7.20769667750537 |
| 2004-08-01 | 7.23043727633628 |
| 2004-09-01 | 7.22880203438256 |
| 2004-10-01 | 7.24454503539737 |
| 2004-11-01 | 7.24617679692957 |
| 2004-12-01 | 7.25195387334789 |
| 2005-01-01 | 6.89378698403871 |
| 2005-02-01 | 6.87838480758717 |
| 2005-03-01 | 6.90696378855447 |
| 2005-04-01 | 7.09564749855045 |
| 2005-05-01 | 7.09522509323682 |
| 2005-06-01 | 7.14346665576246 |
| 2005-07-01 | 7.00353876182669 |
| 2005-08-01 | 7.00486193281511 |
| 2005-09-01 | 7.02246611406651 |
| 2005-10-01 | 7.13060333211867 |
| 2005-11-01 | 7.13703489910340 |
| 2005-12-01 | 7.16312199397828 |
| 2006-01-01 | 7.22373978778986 |
| 2006-02-01 | 7.19250956131780 |
| 2006-03-01 | 7.21268037404255 |
| 2006-04-01 | 7.18932321511040 |
| 2006-05-01 | 7.18335873227705 |
| 2006-06-01 | 7.25146772302577 |
| 2006-07-01 | 7.40285489257806 |
| 2006-08-01 | 7.48625034975544 |
| 2006-09-01 | 7.51439424455584 |
| 2006-10-01 | 7.61469063007488 |
| 2006-11-01 | 7.62790788474739 |
| 2006-12-01 | 7.68361611055975 |
| 2007-01-01 | 7.84831844973017 |
| 2007-02-01 | 7.99954914716460 |
| 2007-03-01 | 8.11251878319714 |
| 2007-04-01 | 8.08912108877826 |
| 2007-05-01 | 8.18339377439739 |
| 2007-06-01 | 8.26392869592150 |
| 2007-07-01 | 8.19727734990355 |
| 2007-08-01 | 8.16741124664993 |
| 2007-09-01 | 8.19500045545266 |
| 2007-10-01 | 8.19467104594471 |
| 2007-11-01 | 8.32167941698097 |
| 2007-12-01 | 8.30946319888462 |
| 2008-01-01 | 8.37148630587317 |
| 2008-02-01 | 8.41056020765471 |
| 2008-03-01 | 8.41179104849887 |
| 2008-04-01 | 8.48952587479536 |
| 2008-05-01 | 8.48420206846443 |
| 2008-06-01 | 8.36462453232607 |
| 2008-07-01 | 8.39085014383286 |
| 2008-08-01 | 8.55338684837006 |
| 2008-09-01 | 8.48685341860201 |
| 2008-10-01 | 8.27984904772006 |
| 2008-11-01 | 8.22123993063650 |
| 2008-12-01 | 8.12316994382526 |
| 2009-01-01 | 7.88414273727619 |
| 2009-02-01 | 7.61516200113352 |
| 2009-03-01 | 7.60858718566736 |
| 2009-04-01 | 7.79721333471718 |
| 2009-05-01 | 7.79395012998783 |
| 2009-06-01 | 7.66429504854062 |
| 2009-07-01 | 7.78814738268495 |
| 2009-08-01 | 7.74108919761250 |
| 2009-09-01 | 7.68351536521119 |
| 2009-10-01 | 7.66302857187273 |
| 2009-11-01 | 7.61470477808050 |
| 2009-12-01 | 7.61831244729429 |
| 2010-01-01 | 7.80374482531711 |
| 2010-02-01 | 7.82787871357585 |
| 2010-03-01 | 7.91483065497406 |
| 2010-04-01 | 7.80176274463547 |
| 2010-05-01 | 7.79450967412596 |
| 2010-06-01 | 7.84965442228383 |
| 2010-07-01 | 7.78380597233047 |
| 2010-08-01 | 7.73536361483511 |
| 2010-09-01 | 7.79574576708351 |
| 2010-10-01 | 7.85890023627188 |
| 2010-11-01 | 7.81888789322675 |
| 2010-12-01 | 7.81146629071363 |
| 2011-01-01 | 7.90857233326395 |
| 2011-02-01 | 7.62665621119108 |
| 2011-03-01 | 7.61063694797699 |
| 2011-04-01 | 7.60722390655028 |
| 2011-05-01 | 7.50107074479470 |
| 2011-06-01 | 7.53305497469363 |
| 2011-07-01 | 7.47693559320353 |
| 2011-08-01 | 7.54060597861142 |
| 2011-09-01 | 7.51261119451237 |
| 2011-10-01 | 7.55945693135549 |
| 2011-11-01 | 7.72550699793731 |
| 2011-12-01 | 7.49913637011146 |
| 2012-01-01 | 7.51674925624942 |
| 2012-02-01 | 7.62869657363109 |
| 2012-03-01 | 7.50890755332752 |
| 2012-04-01 | 7.49840219942053 |
| 2012-05-01 | 7.59314236286717 |
| 2012-06-01 | 7.71266425987250 |
| 2012-07-01 | 7.76899819776359 |
| 2012-08-01 | 7.85418121138038 |
| 2012-09-01 | 7.82788577339176 |
| 2012-10-01 | 8.07728371811044 |
| 2012-11-01 | 7.94442889633089 |
| 2012-12-01 | 7.89601946083171 |
| 2013-01-01 | 7.81503362544126 |
| 2013-02-01 | 7.81617740063105 |
| 2013-03-01 | 7.90964455973227 |
| 2013-04-01 | 7.87463161713546 |
| 2013-05-01 | 7.98533718425690 |
| 2013-06-01 | 7.90171286120952 |
| 2013-07-01 | 7.86411670847435 |
| 2013-08-01 | 7.86975903694150 |
| 2013-09-01 | 7.82994285673036 |
| 2013-10-01 | 7.79864158490937 |
| 2013-11-01 | 7.86280347441616 |
| 2013-12-01 | 7.99282422920762 |
| 2014-01-01 | 8.12355969619200 |
| 2014-02-01 | 8.11678095421859 |
| 2014-03-01 | 8.11138331603462 |
| 2014-04-01 | 8.03585084255500 |
| 2014-05-01 | 7.96342140147805 |
| 2014-06-01 | 7.99700816991116 |
| 2014-07-01 | 8.06495723425624 |
| 2014-08-01 | 7.98366756758009 |
| 2014-09-01 | 8.02321892344259 |
| 2014-10-01 | 8.12530504190374 |
| 2014-11-01 | 8.29113253211616 |
| 2014-12-01 | 8.29769461409861 |
| 2015-01-01 | 8.02252817654037 |
| 2015-02-01 | 8.00957085697171 |
| 2015-03-01 | 8.00560087039798 |
| 2015-04-01 | 8.09568108314305 |
| 2015-05-01 | 8.15299598422179 |
| 2015-06-01 | 8.09849217523975 |
| 2015-07-01 | 8.07351806837756 |
| 2015-08-01 | 8.00467648004305 |
| 2015-09-01 | 8.01400844714670 |
| 2015-10-01 | 7.93541041250522 |
| 2015-11-01 | 7.90632613949883 |
| 2015-12-01 | 7.89751072104407 |
| 2016-01-01 | 8.02404514615538 |
| 2016-02-01 | 8.01243158020909 |
| 2016-03-01 | 7.90030196087229 |
| 2016-04-01 | 7.96091028429539 |
| 2016-05-01 | 7.84093071890253 |
| 2016-06-01 | 7.70262752389957 |
| 2016-07-01 | 7.89291467198215 |
| 2016-08-01 | 7.92355926244978 |
| 2016-09-01 | 7.91012711154450 |
| 2016-10-01 | 7.83881897021510 |
| 2016-11-01 | 7.81223321291242 |
| 2016-12-01 | 7.79783688719565 |
| 2017-01-01 | 7.71129066517979 |
| 2017-02-01 | 7.70134015877199 |
| 2017-03-01 | 7.79548950204666 |
| 2017-04-01 | 7.74785185185962 |
| 2017-05-01 | 7.74445371039613 |
| 2017-06-01 | 7.71206234977992 |
| 2017-07-01 | 7.61471712173555 |
| 2017-08-01 | 7.63793768659044 |
| 2017-09-01 | 7.61410964466224 |
| 2017-10-01 | 7.42903708129522 |
| 2017-11-01 | 7.50033870997801 |
| 2017-12-01 | 7.49544651098736 |
| 2018-01-01 | 7.39597682082512 |
| 2018-02-01 | 7.39341744159627 |
| 2018-03-01 | 7.38539904740311 |
| 2018-04-01 | 7.45954136435320 |
| 2018-05-01 | 7.44766333887902 |
| 2018-06-01 | 7.41919263818897 |
| 2018-07-01 | 7.43618184381467 |
| 2018-08-01 | 7.34841089983935 |
| 2018-09-01 | 7.42573246013449 |
| 2018-10-01 | 7.41780540998884 |
| 2018-11-01 | 7.38461035070390 |
| 2018-12-01 | 7.39145587693563 |
| 2019-01-01 | 7.36897931506454 |
| 2019-02-01 | 7.38001066324380 |
| 2019-03-01 | 7.47858188525959 |
| 2019-04-01 | 7.39044580115211 |
| 2019-05-01 | 7.35965393623725 |
| 2019-06-01 | 7.32578073545311 |
| 2019-07-01 | 7.34169457621359 |
| 2019-08-01 | 7.35361279815009 |
| 2019-09-01 | 7.33560998664664 |
| 2019-10-01 | 7.40628189071130 |
| 2019-11-01 | 7.47456054259130 |
| 2019-12-01 | 7.49401441603540 |
| 2020-01-01 | 7.54056668449362 |
| 2020-02-01 | 7.56992882876537 |
| 2020-03-01 | 7.57277331660776 |
| 2020-04-01 | 6.82748730413849 |
| 2020-05-01 | 6.86529601336435 |
| 2020-06-01 | 6.92486686838366 |
| 2020-07-01 | 6.93822928061238 |
| 2020-08-01 | 7.04813470281819 |
| 2020-09-01 | 7.14304436112200 |
| 2020-10-01 | 7.31067701904670 |
| 2020-11-01 | 7.37843040686889 |
| 2020-12-01 | 7.40131643516721 |
| 2021-01-01 | 7.51237330072070 |
| 2021-02-01 | 7.55744599274758 |
| 2021-03-01 | 7.56942597891650 |
| 2021-04-01 | 7.55844704001100 |
| 2021-05-01 | 7.56896829077677 |
| 2021-06-01 | 7.62170503312541 |
| 2021-07-01 | 7.62708086595631 |
| 2021-08-01 | 7.63024908078713 |
| 2021-09-01 | 7.54711332872672 |
| 2021-10-01 | 7.72890220675209 |
| 2021-11-01 | 7.69271954199916 |
| 2021-12-01 | 7.80793595027229 |
| 2022-01-01 | 7.59650727156601 |
| 2022-02-01 | 7.54896645803596 |
| 2022-03-01 | 7.56355853891889 |
| 2022-04-01 | 7.57608943905271 |
| 2022-05-01 | 7.66512921073791 |
| 2022-06-01 | 7.71560519457083 |
| 2022-07-01 | 7.81765482516613 |
| 2022-08-01 | 7.81015092102406 |
| 2022-09-01 | 7.85261887135888 |
| 2022-10-01 | 7.75296034005044 |
| 2022-11-01 | 7.71246654743449 |
| 2022-12-01 | 7.70561945423628 |
| 2023-01-01 | 7.79174437432354 |
| 2023-02-01 | 7.73980939764922 |
| 2023-03-01 | 7.76052732629231 |
| 2023-04-01 | 7.68293400346511 |
| 2023-05-01 | 7.65914763506969 |
| 2023-06-01 | 7.61691702534237 |
| 2023-07-01 | 7.50557979132682 |
| 2023-08-01 | 7.49443114127786 |
| 2023-09-01 | 7.45607898849981 |
| 2023-10-01 | 7.37481003136151 |
| 2023-11-01 | 7.33013941986467 |
| 2023-12-01 | 7.30053091370633 |
| 2024-01-01 | 7.59236577249130 |
| 2024-02-01 | 7.53143457984749 |
| 2024-03-01 | 7.55672944375748 |
| 2024-04-01 | 7.57857034516138 |
| 2024-05-01 | 7.65420291433958 |
| 2024-06-01 | 7.52251399318875 |
| 2024-07-01 | 7.50231855093654 |
| 2024-08-01 | 7.48612435399966 |
| 2024-09-01 | 7.36255171554694 |
| 2024-10-01 | 7.28952783453957 |
| 2024-11-01 | 7.34001848474681 |
| 2024-12-01 | 7.29043025558361 |
| 2025-01-01 | 7.09444771774099 |
| 2025-02-01 | 7.12093317208420 |
| 2025-03-01 | 7.05342693005215 |
| 2025-04-01 | 7.07286612328536 |
| 2025-05-01 | 7.05470003233614 |
| 2025-06-01 | 7.03378619190285 |
| 2025-07-01 | 7.00301881494729 |
| 2025-08-01 | 6.98348500851595 |
| 2025-09-01 | 6.96890736502589 |
| 2025-10-01 | 6.99376224295040 |
| 2025-11-01 | 6.93777296870964 |
| 2025-12-01 | 6.98053343592375 |
| 2026-01-01 | 6.99700148698518 |
| 2026-02-01 | 7.01536176656847 |
| 2026-03-01 | 6.95373595357469 |
| 2026-04-01 | 6.86732730264215 |
| 2026-05-01 | 6.85749443674188 |
| 2026-06-01 | 6.84193299261973 |
| 2026-07-01 | 6.90704788646946 |